Applying a supervised machine learning algorithm, the K-Nearest Neighbor (KNN), to our quantified numeric data revealed that LC3B provided a strong measure for discriminating clear cell RCC (ccRCC). The gene discussed is MAP1LC3B; the disease is nonpapillary renal cell carcinoma.